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Characterization of Transmission Lines in Microelectronic Circuits Using the ARTEMIS Solver 利用ARTEMIS求解器表征微电子电路中的传输线
IF 2.3 Q1 Mathematics Pub Date : 2022-12-12 DOI: 10.1109/JMMCT.2022.3228281
Saurabh S. Sawant;Zhi Yao;Revathi Jambunathan;Andrew Nonaka
Modeling and characterization of electromagnetic wave interactions with microelectronic devices to derive network parameters has been a widely used practice in the electronic industry. However, as these devices become increasingly miniaturized with finer-scale geometric features, computational tools must make use of manycore/GPU architectures to efficiently resolve length and time scales of interest. This has been the focus of our open-source solver, ARTEMIS (Adaptive mesh Refinement Time-domain ElectrodynaMIcs Solver), which is performant on modern GPU-based supercomputing architectures while being amenable to additional physics coupling. This work demonstrates its use for characterizing network parameters of transmission lines using established techniques. A rigorous verification and validation of the workflow is carried out, followed by its application for analyzing a transmission line on a CMOS chip designed for a photon-detector application. Simulations are performed for millions of timesteps on state-of-the-art GPU resources to resolve nanoscale features at gigahertz frequencies. The network parameters are used to obtain phase delay and characteristic impedance that serve as inputs to SPICE models. The code is demonstrated to exhibit ideal weak scaling efficiency up to 1024 GPUs and 84% efficiency for 2048 GPUs, which underscores its use for network analysis of larger, more complex circuit devices in the future.
电磁波与微电子器件相互作用的建模和表征以导出网络参数已在电子工业中得到广泛应用。然而,随着这些设备越来越小型化,具有更精细的几何特征,计算工具必须利用许多核心/GPU架构来有效地解决感兴趣的长度和时间尺度。这一直是我们开源解算器ARTEMIS(自适应网格细化时域电动力解算器)的重点,该解算器在现代基于GPU的超级计算架构上具有性能,同时可接受额外的物理耦合。这项工作展示了它在使用既定技术表征输电线路网络参数方面的用途。对该工作流程进行了严格的验证和验证,然后将其应用于分析为光子探测器应用而设计的CMOS芯片上的传输线。在最先进的GPU资源上进行数百万个时间步长的模拟,以解决千兆赫频率下的纳米级特征。网络参数用于获得作为SPICE模型输入的相位延迟和特性阻抗。该代码显示出理想的弱缩放效率,最高可达1024 GPU,2048 GPU的效率为84%,这突出了它在未来用于更大、更复杂电路设备的网络分析。
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引用次数: 2
Finite Element-Boundary Element Method Based Simulations of Electromagnetic Railgun in Augmented Configurations 基于有限元-边界元法的电磁轨道炮增强构型仿真
IF 2.3 Q1 Mathematics Pub Date : 2022-11-16 DOI: 10.1109/JMMCT.2022.3222529
S. R. Naga Praneeth;Bhim Singh
When dealing with electromechanical system modelling, numerical challenges are inevitable. Especially when working with moving conductor problems, such as rotational or linear motors, special care needs to be taken for the air-gap region. Railguns air region is one more addition to this modelling problem. The air region necessitates either remeshing or a custom mesh topology. In addition, the production of air mesh for conductors with complicated shapes has its own difficulties. The air mesh requirement may be reduced by using the finite element-boundary element (FE-BE) technique. Boundary elements for air mesh and finite elements for conductors allow for the creation of models with moving conductors and makes model production easier and quicker. This paper investigates the changes observed in the railgun's electrical and mechanical parameters through the finite element-boundary element simulation approach when the geometry of the augmentation rails in a railgun is changed. Tapering and filleting are two geometry changes implemented on the augmenting rails of an electromagnetic railgun. Designed railgun variants are investigated using LS-Dyna software. A new formulation for breech voltage in augmented electromagnetic railguns is derived to calculate barrel efficiency. Four configurations of augmented electromagnetic railguns are analyzed, emphasizing force profile, inductance gradient, and motional-emf ($iL^{prime }v$). One of the new configurations has resulted in an improvement in the force profile during the initial stages of the launch by 8.8%, and the armature's final muzzle velocity has improved by 7%.
在处理机电系统建模时,数值挑战是不可避免的。特别是在处理移动导体问题时,如旋转或线性电机,需要特别注意气隙区域。Railguns空中区域是这个建模问题的又一个补充。空气区域需要重新网格化或自定义网格拓扑。此外,为形状复杂的导体生产空气网也有其自身的困难。可以通过使用有限元边界元(FE-be)技术来减少空气网格需求。空气网格的边界元和导体的有限元允许创建具有移动导体的模型,并使模型制作更容易、更快。本文通过有限元边界元模拟方法,研究了当轨道炮中增加轨道的几何形状发生变化时,轨道炮的电气和机械参数的变化。锥形和圆角是在电磁轨道炮的增强轨道上实现的两种几何变化。使用LS Dyna软件对设计的轨道炮变体进行了研究。为了计算炮管效率,推导了一种新的增程式电磁轨道炮后膛电压公式。分析了增广电磁轨道炮的四种配置,重点是力分布、电感梯度和运动电动势($iL^{prime}v$)。其中一种新的配置使发射初期的力分布提高了8.8%,电枢的最终初速提高了7%。
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引用次数: 0
An Efficient Numerical Approach for Evaluating Sommerfeld Integrals Arising in the Construction of Green's Functions for Layered Media 层状介质中格林函数构造中Sommerfeld积分的一种有效数值计算方法
IF 2.3 Q1 Mathematics Pub Date : 2022-11-14 DOI: 10.1109/JMMCT.2022.3221835
Ozlem Ozgun;Raj Mittra;Mustafa Kuzuoglu
This paper presents an approach for evaluating the Sommerfeld integrals in the spectral domain, whose integrands typically show an oscillatory and slowly decaying behavior at high frequencies, e.g., in the mm-wave regime. It is well known that these integrals arise in the representations of the dyadic Green's functions of layered media and efficient computation of these Green's functions is key to rapid CEM modeling of patch antennas and printed circuits designed for 5G applications in the mm-wave range. The underlying concept of the approach is to partition the spectral domain representation of a Green's function into multiple domains and to represent the envelope of the integrand in each domain with a few exponentials such that the integrals in these domains can be evaluated analytically very efficiently and accurately in a numerically stable manner. Additionally, a new interpolation strategy is proposed in this work to decrease the matrix fill time in the MoM solution of the integral equations whose kernels contain Green's functions mentioned above. The performance enhancement realized by using the approaches is demonstrated through several illustrative examples.
本文提出了一种在谱域中评估Sommerfeld积分的方法,其被积函数在高频下(例如在毫米波区域)通常表现出振荡和缓慢衰减的行为。众所周知,这些积分出现在层状介质的并矢格林函数的表示中,这些格林函数的有效计算是为毫米波范围内的5G应用设计的贴片天线和印刷电路的快速CEM建模的关键。该方法的基本概念是将格林函数的谱域表示划分为多个域,并用几个指数表示每个域中被积函数的包络,以便可以以数值稳定的方式非常有效和准确地分析评估这些域中的积分。此外,本文还提出了一种新的插值策略,以减少核包含上述格林函数的积分方程MoM解中的矩阵填充时间。通过几个示例说明了使用这些方法实现的性能增强。
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引用次数: 0
Physics-Based Automatic Recognition of Small Features Located in Highly Similar Structures With Electromagnetic Scattering Data 基于物理的电磁散射数据高度相似结构中的小特征自动识别
IF 2.3 Q1 Mathematics Pub Date : 2022-11-09 DOI: 10.1109/JMMCT.2022.3220716
Zi-Liang Liu;Chao-Fu Wang
A physics-based automatic target recognition (ATR) technique is developed to accurately identify small features located in highly similar structures with electromagnetic (EM) scattering data. Automatic target recognition is important due to its widely practical applications. The traditional ATR is usually based on images produced from EM scattering data and sophisticated algorithms. Wideband angular and frequency sweeps are necessary to generate sufficient EM scattering data to produce images with high resolution for the imagery-based ATR to obtain correct recognition results, especially for multiscale structures with small local features. These seriously limit the efficiency of the imagery-based ATR and its practicability. To implement ATR more efficiently, we turn to the physics-based ATR and employ principal component analysis (PCA). The physics-based ATR with PCA can exactly classify objects of different types with one-frequency scattering data and avoid expensive frequency sweeps. However, the pre-existing average feature center (AFC) criterion model for PCA in the literature can only distinguish objects with significant differences and fails to recognize small features located in highly similar structures. Hence, an improved classification criterion for PCA is proposed to precisely identify highly similar structures with different small features. Some numerical examples illustrate the satisfactory performance of the proposed technique.
开发了一种基于物理的自动目标识别(ATR)技术,以利用电磁散射数据准确识别位于高度相似结构中的小特征。目标自动识别由于其广泛的实际应用而具有重要意义。传统的ATR通常基于EM散射数据和复杂算法产生的图像。宽带角度和频率扫描对于生成足够的EM散射数据以产生具有高分辨率的图像是必要的,用于基于图像的ATR以获得正确的识别结果,特别是对于具有小局部特征的多尺度结构。这些严重限制了基于图像的ATR的效率及其实用性。为了更有效地实现ATR,我们转向基于物理的ATR,并采用主成分分析(PCA)。基于物理的ATR和PCA可以用一个频率的散射数据准确地对不同类型的物体进行分类,并避免昂贵的频率扫描。然而,文献中已有的PCA平均特征中心(AFC)标准模型只能区分具有显著差异的对象,无法识别位于高度相似结构中的小特征。因此,提出了一种改进的PCA分类准则,以精确识别具有不同小特征的高度相似结构。数值算例表明,该方法具有令人满意的性能。
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引用次数: 1
Variability in Specific Absorption Rate From Variation in Tissue Properties 组织特性变化引起的比吸收率变异性
IF 2.3 Q1 Mathematics Pub Date : 2022-10-25 DOI: 10.1109/JMMCT.2022.3216642
Khadijeh Masumnia-Bisheh;Cynthia Furse
This study evaluates the variance of specific absorption rate (SAR) due to expected variance in the dielectric properties of tissues in a 3D anatomical human head model exposed to a half-wave dipole antenna at 835 and 1900 MHz. Stochastic finite difference time domain (S-FDTD) is applied to calculate variations in the local SAR, and the 1- and 10-gram averaged SAR values. These are also compared at 835 MHz to variations found from Monte Carlo FDTD. It is found that for both frequencies dielectric property variance results in a variance of peak 1- or 10-gram SAR of approximately 30% to 55% of the mean SAR, depending on the frequency. These results show that to reach 95% confidence with the calculated SAR values for evaluating exposure guidelines, statistical variations in tissue electrical properties must be taken into account.
本研究评估了在暴露于835和1900MHz的半波偶极天线的三维人体头部解剖模型中,由于组织介电特性的预期变化而引起的比吸收率(SAR)的变化。随机有限差分时域(S-FDTD)用于计算局部SAR的变化,以及1和10克的平均SAR值。这些也在835MHz下与蒙特卡罗FDTD发现的变化进行了比较。研究发现,对于两个频率,介电特性的变化导致峰值1或10克SAR的变化,其约为平均SAR的30%至55%,这取决于频率。这些结果表明,为了与用于评估暴露指南的计算SAR值达到95%的置信度,必须考虑组织电学特性的统计变化。
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引用次数: 0
Numerical Simulation and Experiment for the Bottom Boundary of Riprap of Seawall by GPR 海堤抛石底边界探地雷达数值模拟与试验
IF 2.3 Q1 Mathematics Pub Date : 2022-10-19 DOI: 10.1109/JMMCT.2022.3215804
Xiongwu Hu;Bingqing Kong;Xiaoyi Jiang;Guanqun Zhou;Lei Tan;Hu Xu
Seawall engineering is essential in preventing typhoon storm surge disasters in coastal areas. Usually, the engineering measure of throwing the stone to form a riprap layer is adopted to enhance seawall stability and anti-erosion property. Determining the thickness of the riprap layer is an essential step in the evaluation of engineering measurement, and the key is to determine the burial depth of the bottom boundary of the riprap. A seawall is taken as the research object. The propagation process of the electromagnetic wave in the seawall is simulated by the finite difference time domain (FDTD) method, the propagation law and profile response characteristics of the electromagnetic wave are obtained, and the method's feasibility is confirmed theoretically. Further field test and drilling detection results are used to calibrate the electromagnetic wave velocity, and the top and bottom interface of the riprap layer is divided, which provides a basis for the measurement of the riprap body.
海堤工程是预防沿海地区台风风暴潮灾害的关键。通常采用抛石形成抛石层的工程措施来增强海堤的稳定性和抗冲刷性能。抛石层厚度的确定是工程测量评估中必不可少的一步,关键是确定抛石底界的埋深。以海堤为研究对象。采用时域有限差分法(FDTD)模拟了电磁波在海堤中的传播过程,得到了电磁波的传播规律和剖面响应特性,并从理论上验证了该方法的可行性。利用进一步的现场试验和钻孔探测结果对电磁波速度进行了标定,并对抛石层的顶部和底部界面进行了划分,为抛石体的测量提供了依据。
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引用次数: 0
Estimating Fields in Spacecraft Cavities: Experimental Validation and Optimization of Finite-Difference Time-Domain and Power Balance Computational Tools 航天器空腔场估计:时域有限差分和功率平衡计算工具的实验验证与优化
IF 2.3 Q1 Mathematics Pub Date : 2022-10-13 DOI: 10.1109/JMMCT.2022.3211784
Javier Jair Pazos;Matthew C. Miller;Jeff Phillips;Eric Miller;Tim McDonald;Jennifer Kitaygorsky
Electromagnetic fields in representative spacecraft cavities were successfully predicted using finite-difference time-domain and power balance computational tools. Results were validated with measurements of two test articles, showing excellent correlation in shielding effectiveness from 300 MHz to 18 GHz. The validated tools were then extended to predict fields inside representative, to-scale payload fairings including common systems and components like satellite payloads, antennas, acoustic blankets, and a cable harness. Various computational techniques were used to compare their speed and accuracy. Ultimately, we conclude that a multi-fidelity approach – combining full-wave, statistical, and hybrid solutions – is beneficial and necessary for complex and large cavity problems. The tools and techniques presented here can serve as part of a toolkit to rapidly estimate shielding effectiveness, the impact of payloads, and overall fields in spacecraft cavities.
利用时域有限差分和功率平衡计算工具,成功地预测了具有代表性的航天器空腔中的电磁场。通过对两种供试品的测量验证了结果,显示出在300MHz至18GHz的屏蔽有效性方面的良好相关性。然后,经过验证的工具被扩展到预测具有代表性的内部场,以缩放有效载荷整流罩,包括卫星有效载荷、天线、声学毯和电缆束等常见系统和组件。使用了各种计算技术来比较它们的速度和准确性。最终,我们得出结论,高保真度方法——结合全波、统计和混合解决方案——对于复杂和大型空腔问题是有益和必要的。这里介绍的工具和技术可以作为工具包的一部分,快速估计屏蔽效果、有效载荷的影响和航天器空腔中的整体场。
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引用次数: 0
A Machine Learning Generative Method for Automating Antenna Design and Optimization 天线自动设计与优化的机器学习生成方法
IF 2.3 Q1 Mathematics Pub Date : 2022-09-30 DOI: 10.1109/JMMCT.2022.3211178
Yang Zhong;Peter Renner;Weiping Dou;Geng Ye;Jiang Zhu;Qing Huo Liu
To facilitate the antenna design with the aid of computer, one of the practices in consumer electronic industry is to model and optimize antenna performances with a simplified antenna geometric scheme. The ease of handling multi-dimensional optimization problems and the less dependence on the engineers' knowledge and experience are the key to achieve the popularity of simulation-driven antenna design and optimization for the industry. In this paper, we introduce a flexible geometric scheme with the concept of mesh network that can form any arbitrary shape by connecting different nodes. For such problems with high dimensional parameters, we propose a machine learning based generative method to assist the searching of optimal solutions. It consists of discriminators and generators. The discriminators are used to predict the performance of geometric models, and the generators to create new candidates that will pass the discriminators. Moreover, an evolutionary criterion approach is proposed for further improving the efficiency of our method. Finally, not only optimal solutions can be found, but also the well trained generators can be used to automate future antenna design and optimization. For a dual resonance antenna design, our proposed method is better than the other mature algorithms.
为了便于在计算机的帮助下进行天线设计,消费电子行业的实践之一是用简化的天线几何方案对天线性能进行建模和优化。易于处理多维优化问题,较少依赖工程师的知识和经验,是实现模拟驱动天线设计和优化在行业中流行的关键。在本文中,我们引入了一种具有网格网络概念的灵活几何方案,该方案可以通过连接不同的节点来形成任意形状。对于这种具有高维参数的问题,我们提出了一种基于机器学习的生成方法来帮助搜索最优解。它由鉴别器和生成器组成。鉴别器用于预测几何模型的性能,生成器用于创建通过鉴别器的新候选者。此外,为了进一步提高方法的效率,提出了一种进化准则方法。最后,不仅可以找到最佳解决方案,而且可以使用经过良好训练的生成器来自动化未来的天线设计和优化。对于双谐振天线的设计,我们提出的方法优于其他成熟的算法。
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引用次数: 4
Two-Dimensional Thermal Diffusion Equation Solver Based on Unstructured Transmission-Line Modelling and Optimal Delaunay Triangular Meshes 基于非结构化输电在线建模和最优Delaunay三角网格的二维热扩散方程求解器
IF 2.3 Q1 Mathematics Pub Date : 2022-09-23 DOI: 10.1109/JMMCT.2022.3209071
Kaiqi Yan;Ana Vukovic;Phillip Sewell;Trevor M. Benson
The transmission-line modelling (TLM) method has been widely applied to many areas including electromagnetic and heat conduction problems. Its unstructured version, unstructured TLM (UTLM), however, has not hitherto been fully exploited in thermal diffusion problems. This paper derives in detail a thermal UTLM scheme to solve the two-dimensional diffusion equation numerically based on the optimal Delaunay triangular (ODT) mesh.
输电线路建模(TLM)方法已广泛应用于许多领域,包括电磁和热传导问题。然而,其非结构化版本,非结构化TLM(UTLM),迄今为止尚未在热扩散问题中得到充分利用。本文基于最优Delaunay三角形(ODT)网格,详细推导了求解二维扩散方程的热UTLM格式。
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引用次数: 0
EM Wave Scattering by Random Surfaces With Different Contrast and Large Roughness Heights 不同对比度和大粗糙度高度随机表面的电磁波散射
IF 2.3 Q1 Mathematics Pub Date : 2022-09-07 DOI: 10.1109/JMMCT.2022.3204722
Mohsen Eslami Nazari;Weimin Huang
A solution for electromagnetic (EM) scattering over a two-dimensional random rough surface (three-dimensional scattering problem) with large roughness height using the generalized functions approach is proposed in this paper. The EM field derivation incorporates rough surface profile with small-slope, a radiation source and involves all scattering orders of the scattered electric field (E-field) for high and moderate contrast media. Subsequently, the first-order scattered E-field is calculated using the Neumann series solution for transverse magnetic (TM) polarization. By considering pulsed dipole antenna and a two-dimensional Gaussian rough surface distribution with different root mean square heights and correlation lengths, the scattered E-field along with the radar cross-section is calculated. Using the result of the method of moments (MoM) as reference, a numerical evaluation of the solution for different roughness heights and contrast media demonstrates that the proposed solution is better than those of the small perturbation method (SPM), Kirchhoff approximation (KA) and small-slope approximation (SSA).
本文提出了一种利用广义函数方法求解大粗糙度二维随机粗糙表面上的电磁散射(三维散射问题)的方法。EM场推导结合了具有小斜率的粗糙表面轮廓、辐射源,并涉及高对比度和中等对比度介质的散射电场(E场)的所有散射阶数。随后,使用横向磁(TM)极化的Neumann级数解计算一阶散射E场。通过考虑脉冲偶极子天线和具有不同均方根高度和相关长度的二维高斯粗糙表面分布,计算了散射电场沿雷达截面的分布。以矩量法(MoM)的结果为参考,对不同粗糙度高度和对比度介质的解进行了数值评估,结果表明,该解优于小扰动法(SPM)、基尔霍夫近似法(KA)和小斜率近似法(SSA)。
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引用次数: 1
期刊
IEEE Journal on Multiscale and Multiphysics Computational Techniques
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